## Family: zero_inflated_poisson
## Links: mu = log; zi = logit
## Formula: n_amr_events ~ ln_livestock_consumption_kg_per_pcu + ln_livestock_pcu + ln_migrant_pop_perc + ln_tourism_inbound_perc + ln_tourism_outbound_perc + ab_export_perc + health_expend_perc + human_consumption_ddd + english_spoken + ln_gdp_per_capita + offset(ln_population)
## zi ~ ln_pubs_sum_per_capita + ln_gdp_per_capita + ln_population + english_spoken
## Data: data[[i]] (Number of observations: 198)
## Samples: 120 chains, each with iter = 2000; warmup = 1000; thin = 1;
## total post-warmup samples = 120000
##
## Population-Level Effects:
## Estimate Est.Error l-95% CI u-95% CI
## Intercept -12.79 0.82 -14.42 -11.20
## zi_Intercept 30.21 5.85 19.41 42.40
## ln_livestock_consumption_kg_per_pcu -0.30 0.05 -0.40 -0.20
## ln_livestock_pcu -0.43 0.03 -0.48 -0.37
## ln_migrant_pop_perc -0.03 0.04 -0.11 0.05
## ln_tourism_inbound_perc 0.15 0.11 -0.14 0.32
## ln_tourism_outbound_perc 0.02 0.15 -0.24 0.38
## ab_export_perc 2.63 1.14 0.46 5.25
## health_expend_perc 0.09 0.02 0.06 0.13
## human_consumption_ddd 0.07 0.01 0.05 0.09
## english_spoken -0.09 0.12 -0.35 0.13
## ln_gdp_per_capita 0.34 0.07 0.22 0.47
## zi_ln_pubs_sum_per_capita -0.07 0.17 -0.42 0.26
## zi_ln_gdp_per_capita -1.29 0.25 -1.81 -0.83
## zi_ln_population -1.17 0.20 -1.59 -0.81
## zi_english_spoken -1.16 0.60 -2.37 -0.01
## Eff.Sample Rhat
## Intercept 172 1.24
## zi_Intercept 67887 1.00
## ln_livestock_consumption_kg_per_pcu 178 1.23
## ln_livestock_pcu 110 1.49
## ln_migrant_pop_perc 113 1.47
## ln_tourism_inbound_perc 66 3.28
## ln_tourism_outbound_perc 66 3.25
## ab_export_perc 105 1.54
## health_expend_perc 93 1.68
## human_consumption_ddd 119 1.43
## english_spoken 93 1.69
## ln_gdp_per_capita 116 1.44
## zi_ln_pubs_sum_per_capita 88091 1.00
## zi_ln_gdp_per_capita 73221 1.00
## zi_ln_population 45629 1.00
## zi_english_spoken 968 1.04
##
## Samples were drawn using sampling(NUTS). For each parameter, Eff.Sample
## is a crude measure of effective sample size, and Rhat is the potential
## scale reduction factor on split chains (at convergence, Rhat = 1).
## [1] TRUE